Update README.md #54
Update README.md #54
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WalkthroughThe README.md file was comprehensively updated to reflect accurate and detailed documentation for the "Snap Shield" project. Placeholder and template content were replaced with project-specific information, including team details, technical stack, installation instructions, real media links, and explicit descriptions of the system's functionality and contributions. Changes
Estimated code review effort🎯 2 (Simple) | ⏱️ ~7 minutes Poem
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Actionable comments posted: 5
🧹 Nitpick comments (7)
README.md (7)
8-8: Fix casing of team name.Use consistent capitalization.
-### Team Name: Pixel pada +### Team Name: Pixel Pada
12-13: Normalize member formatting and spacing.Unify labels and spacing around separators.
-- Team Lead: Alphin - MACE -- Member 2: Anuranj -MACE +- Team Lead: Alphin — MACE +- Member: Anuranj — MACE
16-16: Tighten description wording and capitalization.Minor grammar/style + consistent “Snap Shield”.
-Snap shield is a comedic yet functional eye-closure detection system that uses AI to watch your eyelids. If you blink too often or keep your eyes shut for too long, it blasts a song and turns off an LED through an ESP32 — perfect for turning naps into dramatic events. +Snap Shield is a comedic yet functional eye-closure detection system that uses AI to watch your eyelids. If you blink too often or keep your eyes shut for too long, it plays an audio alert and turns off an LED via an ESP32 — perfect for turning naps into dramatic events.
51-55: Render screenshots as images instead of plain links.Improves readability and UX.
-[Real-time eyelid tracking using MediaPipe.](https://github.com/a-nuranj/anuranj/blob/main/Sleepy%20Detector%2009-08-2025%2005_02_31.png) - -[Detection triggered after 3 rapid closures.](https://github.com/a-nuranj/anuranj/blob/main/Screenshot%202025-08-09%20050531.png) - -[Song plays and LED turns off when sleep detected.](https://github.com/a-nuranj/anuranj/blob/main/Screenshot%202025-08-09%20050611.png) + + + + +
57-57: Consider structuring “Diagrams” as a list item or add a diagram image.As-is it reads like prose; formatting as a bullet or adding a diagram image improves clarity.
-# Diagrams -Snap shield workflow: Eye detection → Blink count logic → Song trigger → ESP32 LED control. +#### Diagrams +- Snap Shield workflow: Eye detection → Blink count logic → Song trigger → ESP32 LED control.
67-69: Show build photos inline; switch to HTTPS and fix casing.Improves readability; use HTTPS for consistency; fix “ESP32”.
-[LED](https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.19.09_6af1bd64.jpg) -[Resistor](https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.19.10_dc262e0a.jpg) -[esp32 WROOM](http://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.19.10_af895e05.jpg) + + +
82-83: Polish team contributions formatting.Capitalize roles, add spacing, and use bullets.
-Anuranj-hardware,documentation -Alphin-coding,documentation +- Anuranj — Hardware, Documentation +- Alphin — Coding, Documentation
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📒 Files selected for processing (1)
README.md(1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.17.2)
README.md
47-47: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3
(MD001, heading-increment)
63-63: Bare URL used
(MD034, no-bare-urls)
71-71: Bare URL used
(MD034, no-bare-urls)
73-73: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3
(MD001, heading-increment)
75-75: Bare URL used
(MD034, no-bare-urls)
| For Software: | ||
| # Installation | ||
| [commands] | ||
| pip install opencv-python mediapipe pygame pyserial scipy | ||
|
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||
| # Run | ||
| [commands] | ||
| python blink_beats.py | ||
|
|
There was a problem hiding this comment.
🛠️ Refactor suggestion
Fix heading levels and add code fences for install/run (MD001).
Headings jump levels and commands aren’t fenced; this hurts readability and violates markdownlint MD001.
-For Software:
-# Installation
-pip install opencv-python mediapipe pygame pyserial scipy
-
-# Run
-python blink_beats.py
+#### Software
+##### Installation
+```bash
+pip install opencv-python mediapipe pygame pyserial scipy
+```
+
+##### Run
+```bash
+python blink_beats.py
+```🤖 Prompt for AI Agents
In README.md around lines 39 to 45, the heading levels are inconsistent and the
installation and run commands lack proper code fences, reducing readability and
violating markdownlint MD001. Fix this by adjusting the heading levels to follow
a proper hierarchy and enclosing the pip install and python run commands within
triple backtick code fences labeled with "bash" to clearly format them as shell
commands.
| ### Project Documentation | ||
| For Software: | ||
|
|
||
| # Screenshots (Add at least 3) |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Unify documentation headings under a consistent hierarchy.
“Project Documentation” (H3) should contain H4/H5 children; several child sections are H1s. This aligns with MD001 and improves TOC rendering.
-### Project Documentation
-For Software:
-
-# Screenshots (Add at least 3)
+### Project Documentation
+#### Software
+
+#### Screenshots (at least 3)
-# Diagrams
+#### Diagrams
-# Schematic & Circuit
+##### Schematic & Circuit
@@
-# Build Photos
+##### Build Photos
@@
-### Project Demo
+## Project DemoAlso applies to: 57-57, 62-66, 73-73
🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
47-47: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3
(MD001, heading-increment)
🤖 Prompt for AI Agents
In README.md around lines 47 to 50, the heading "Project Documentation" is an H3
but its child sections are incorrectly marked as H1, breaking the heading
hierarchy. Change the child section headings under "Project Documentation" to H4
or H5 to maintain a consistent and proper markdown heading structure. Apply
similar fixes to lines 57, 62-66, and 73 to ensure all nested sections follow
the correct heading levels.
| https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.10.22_b8beafa9.jpg | ||
| Connections between ESP32, LED, resistor, and GND. |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Avoid bare URL and embed schematic image (MD034).
Also add a clear caption.
-https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.10.22_b8beafa9.jpg
-Connections between ESP32, LED, resistor, and GND.
+
+Connections between ESP32, LED, resistor, and GND.📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.10.22_b8beafa9.jpg | |
| Connections between ESP32, LED, resistor, and GND. | |
|  | |
| Connections between ESP32, LED, resistor, and GND. |
🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
63-63: Bare URL used
(MD034, no-bare-urls)
🤖 Prompt for AI Agents
In README.md around lines 63 to 64, replace the bare URL of the schematic image
with an embedded image using markdown syntax. Add a clear, descriptive caption
below the image to explain what it shows, specifically the connections between
the ESP32, LED, resistor, and GND. This will improve readability and comply with
markdown best practices.
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||
|  | ||
| *Explain the final build* | ||
| !Final](https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.10.22_b8beafa9.jpg) |
There was a problem hiding this comment.
Fix malformed image syntax; also avoid bare URL (MD034).
Missing opening bracket after the exclamation mark breaks rendering.
-!Final](https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.10.22_b8beafa9.jpg)
+📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| !Final](https://github.com/a-nuranj/anuranj/blob/main/WhatsApp%20Image%202025-08-09%20at%2005.10.22_b8beafa9.jpg) | |
|  |
🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
71-71: Bare URL used
(MD034, no-bare-urls)
🤖 Prompt for AI Agents
In README.md at line 71, the image markdown syntax is malformed because it lacks
the opening bracket after the exclamation mark. Fix this by adding the missing
opening bracket so the image syntax is properly formatted as .
This will correct the rendering issue and comply with markdown standards.
| ### Project Demo | ||
| # Video | ||
| [Add your demo video link here] | ||
| *Explain what the video demonstrates* | ||
|
|
||
| (https://www.youtube.com/watch?v=FN2iBmGGBCI) | ||
| when eye blink for 3 times music starts to play and led turns off . If eye opens led turns ON and music stops playing. | ||
| # Additional Demos | ||
| [Add any extra demo materials/links] | ||
| [https://www.youtube.com/watch?v=g2KgJIACXjU] | ||
| when eye closed for more than 10sec , music starts to play and led gets turned off |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Normalize heading level; fix bare URLs and grammar (MD001, MD034).
- Make “Project Demo” an H2 (expected by linter).
- Use descriptive links; fix bracket-only link at Line 78.
- Improve sentence casing.
-### Project Demo
-# Video
-(https://www.youtube.com/watch?v=FN2iBmGGBCI)
-when eye blink for 3 times music starts to play and led turns off . If eye opens led turns ON and music stops playing.
-# Additional Demos
-[https://www.youtube.com/watch?v=g2KgJIACXjU]
-when eye closed for more than 10sec , music starts to play and led gets turned off
+## Project Demo
+### Video
+[YouTube: Snap Shield Demo](https://www.youtube.com/watch?v=FN2iBmGGBCI)
+When eyes blink 3 times rapidly, music starts playing and the LED turns off. When eyes open, the LED turns on and the music stops.
+### Additional Demos
+[YouTube: Extended demo](https://www.youtube.com/watch?v=g2KgJIACXjU)
+When eyes remain closed for more than 10 seconds, music starts playing and the LED turns off.📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| ### Project Demo | |
| # Video | |
| [Add your demo video link here] | |
| *Explain what the video demonstrates* | |
| (https://www.youtube.com/watch?v=FN2iBmGGBCI) | |
| when eye blink for 3 times music starts to play and led turns off . If eye opens led turns ON and music stops playing. | |
| # Additional Demos | |
| [Add any extra demo materials/links] | |
| [https://www.youtube.com/watch?v=g2KgJIACXjU] | |
| when eye closed for more than 10sec , music starts to play and led gets turned off | |
| ## Project Demo | |
| ### Video | |
| [YouTube: Snap Shield Demo](https://www.youtube.com/watch?v=FN2iBmGGBCI) | |
| When eyes blink 3 times rapidly, music starts playing and the LED turns off. When eyes open, the LED turns on and the music stops. | |
| ### Additional Demos | |
| [YouTube: Extended demo](https://www.youtube.com/watch?v=g2KgJIACXjU) | |
| When eyes remain closed for more than 10 seconds, music starts playing and the LED turns off. |
🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
73-73: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3
(MD001, heading-increment)
75-75: Bare URL used
(MD034, no-bare-urls)
🤖 Prompt for AI Agents
In README.md around lines 73 to 79, the "Project Demo" heading should be changed
to an H2 for consistency with markdown linting rules. Replace bare URLs with
descriptive markdown links to improve readability and fix the bracket-only link
at line 78 by adding link text. Also, correct the grammar and sentence casing in
the demo descriptions to follow proper sentence case conventions.
Summary by CodeRabbit